GenPipes: an open-source framework for distributed and scalable genomic analyses
Sign Up to like & getrecommendations! Published in 2019 at "GigaScience"
DOI: 10.1093/gigascience/giz037
Abstract: Abstract Background With the decreasing cost of sequencing and the rapid developments in genomics technologies and protocols, the need for validated bioinformatics software that enables efficient large-scale data processing is growing. Findings Here we present… read more here.
Keywords: genpipes open; framework; framework distributed; source framework ... See more keywords
BORDER: A Benchmarking Framework for Distributed MQTT Brokers
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3155872
Abstract: Message queuing telemetry transport (MQTT), one of the most popular application layer protocols for the Internet of Things, works according to a publish/subscribe paradigm where clients connect to a centralized broker. Sometimes (e.g., in high… read more here.
Keywords: framework distributed; mqtt brokers; framework; distributed mqtt ... See more keywords
OmniLearn: A Framework for Distributed Deep Learning Over Heterogeneous Clusters
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2025.3553066
Abstract: Deep learning systems are optimized for clusters with homogeneous resources. However, heterogeneity is prevalent in computing infrastructure across edge, cloud and HPC. When training neural networks using stochastic gradient descent techniques on heterogeneous resources, performance… read more here.
Keywords: deep learning; framework; omnilearn framework; framework distributed ... See more keywords